{"id":"W6999803308","doi":"","title":"Designing an Architecture of Labour Affirmation, Harm Reduction and Community Development for Vancouver's Sex Worker Population","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sex work; Precarity; Typology; Population; Post-industrial society; Face (sociological concept); Context (archaeology); Underclass; Mainstream","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001951127,0.0005920378,0.0002048916,0.001799467,0.01910542,0.009417019,0.002307833,0.001900338,0.01135951],"category_scores_gemma":[0.002390405,0.0005372912,0.0003845068,0.001392463,0.008347316,0.001867233,0.007224643,0.001817984,0.001279398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0216981,"about_ca_system_score_gemma":0.0436129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5333185,"about_ca_topic_score_gemma":0.8111265,"domain_scores_codex":[0.9979665,0.0009741166,0.00004402946,0.0001724344,0.0003887353,0.0004540972],"domain_scores_gemma":[0.998145,0.0002571892,0.00004975391,0.0001620276,0.0005768146,0.0008092591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001183002,0.0005316752,0.02977347,0.0006922894,0.00005973668,0.004172083,0.2353971,0.01695739,0.005640958,0.3138901,0.06229422,0.3304726],"study_design_scores_gemma":[0.00004011331,0.000152594,0.01039419,0.0004881017,0.00004295969,0.0005778661,0.2164616,0.007459151,0.001356139,0.03231579,0.7306533,0.00005809248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2196405,0.001597541,0.08755606,0.01840022,0.0005238067,0.001953804,0.0003233506,0.0009844843,0.6690202],"genre_scores_gemma":[0.6584949,0.001581965,0.1385252,0.0008137791,0.00003611762,0.0007292989,0.0003258205,0.0002819922,0.1992109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4666815,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501540091695961,"score_gpt":0.2513170638716532,"score_spread":0.2363016629546936,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}